Preprint
Oct 2026
Connected Self Forcing: Beyond Local Learning in Video Autoregression
To stream long videos while maintaining visual quality and temporal consistency, Self Forcing mitigates exposure bias through self-rollout training on self-generated histories with key-value (KV) caching. To keep memory manageable, it detaches historical caches, preserving forward dependencies between chunks but severi...
Dong-Bin Zhang, Chao-Da Zheng, Kang-Jie Chen et al.
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